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Automation Risk Analysis

Will “Land Clearer” be Automated?

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AI Exposure Risk

46%

“Land Clearer” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

56%

“Land Clearer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 56% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Farmworkers and Laborers, Crop, Nursery, and Greenhouse, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Manually plant, cultivate, and harvest vegetables, fruits, nuts, horticultural specialties, and field crops. Use hand tools, such as shovels, trowels, hoes, tampers, pruning hooks, shears, and knives. Duties may include tilling soil and applying fertilizers; transplanting, weeding, thinning, or pruning crops; applying pesticides; or cleaning, grading, sorting, packing, and loading harvested products. May construct trellises, repair fences and farm buildings, or participate in irrigation activities.

Avg. Annual Salary $37,850
Avg. Hourly Wage $18.20
Available Jobs (US) 261,690
Job Title & Hierarchy Code (SOC) Farmworkers and Laborers, Crop, Nursery, and Greenhouse #45-2092
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Farmworkers and Laborers, Crop, Nursery, and Greenhouse”

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Core Skills & Abilities

  • Clean work areas, and maintain grounds and landscaping.

  • Repair farm buildings, fences, and other structures.

  • Dig, rake, and screen soil, filling cold frames and hot beds in preparation for planting.

  • Maintain inventory, ordering materials as required.

  • Participate in the inspection, grading, sorting, storage, and post-harvest treatment of crops.

  • Dig, cut, and transplant seedlings, cuttings, trees, and shrubs.

  • Load agricultural products into trucks, and drive trucks to market or storage facilities.

  • Provide information and advice to the public regarding the selection, purchase, and care of products.

  • Harvest fruits and vegetables by hand.

  • Repair and maintain farm vehicles, implements, and mechanical equipment.

  • Maintain and repair irrigation and climate control systems.

  • Inform farmers or farm managers of crop progress.

  • Operate tractors, tractor-drawn machinery, and self-propelled machinery to plow, harrow and fertilize soil, or to plant, cultivate, spray and harvest crops.

  • Plant, spray, weed, fertilize, water, and prune plants, shrubs, and trees, using gardening tools.

  • Inspect plants and bud ties to assess quality.

  • Identify plants, pests, and weeds to determine the selection and application of pesticides and fertilizers.

  • Harvest plants, and transplant or pot and label them.

  • Regulate greenhouse conditions, and indoor and outdoor irrigation systems.

  • Move containerized shrubs, plants, and trees, using wheelbarrows or tractors.

  • Sell and deliver plants and flowers to customers.

  • Set up and operate irrigation equipment.

  • Haul and spread topsoil, fertilizer, peat moss, and other materials to condition soil, using wheelbarrows or carts and shovels.

  • Feel plants' leaves and note their coloring to detect the presence of insects or disease.

  • Record information about plants and plant growth.

  • Tie and bunch flowers, plants, shrubs, and trees, wrap their roots, and pack them into boxes to fill orders.

  • Direct and monitor the work of casual and seasonal help during planting and harvesting.

  • Record information about crops, such as pesticide use, yields, or costs.

Technologies & Software

  • Taranis AI
  • Microsoft Outlook
  • IBM Lotus Notes
  • Microsoft Word
  • Blue River Technology AI
  • Global positioning system GPS software
  • Microsoft Office software
  • Climate FieldView
  • Web browser software
  • John Deere AI
  • BCL Landview Systems WinCrop
  • Farm Works Software Trac
  • Microsoft Excel
  • Microsoft PowerPoint
  • Measuring tapes
  • Dust masks
  • Tree calipers
  • Pressure washers
  • Disk tillage equipment
  • Shovels
  • Straight screwdrivers
  • Field forklifts
  • Humidifiers
  • Bed rollers
  • Tree marking guns
  • Hand drills
  • Transplanters
  • Hay rakes
  • Sledgehammers
  • Portable generators
  • Dump trucks
  • Thorn strippers
  • Screen separators
  • Drafting compasses
  • Spray suits
  • Paint application sprayers
  • Garden bow rakes
  • Square point shovels
  • Seed drills
  • Rotary spreaders
  • Battery power testers
  • Soybean harvesters
  • Rotary tillers
  • Power saws
  • Pruning shears
  • Pickup trucks
  • Sharpening stones
  • Drum rollers
  • Desktop computers
  • Indoor/outdoor thermometers
  • Crop planters
  • Floral snips
  • Tree planting bars
  • Allen wrenches
  • Bench grafting knives
  • Slotted screwdrivers
  • Multipurpose tractors
  • Knife sharpeners
  • Soil thermometers
  • Bulb planters
  • Fertilizer injectors
  • Compressed air sprayers
  • Wrecking bars
  • Chain saws
  • Power hedge trimmers
  • Step ladders
  • Root pruning scissors
  • Mulch spreaders
  • Sand spreaders
  • Fruit pruners
  • Tree feeding augers
  • All terrain vehicles ATV
  • Claw hammers
  • Plows
  • Houseplant snips
  • Grafting knives
  • Hook-and-blade pruners
  • Budding knives
  • Greenhouse irrigation systems
  • Garden dusters
  • Feed conveyors
  • Pipe trailers
  • Tree diameter tapes
  • Garden spades
  • Open end wrenches
  • Seed tumblers
  • Grease guns
  • Vertical mowers
  • Hacksaws
  • Soil moisture meters
  • Wood chisels
  • Phillips head screwdrivers
  • Hand held sprayers
  • Hand tallies
  • Leaf rakes
  • Soil augers
  • Portable electric drills
  • Digital levels
  • Anvil pruners
  • Threshers
  • Bow saws
  • Air compressors
  • Staple guns
  • Socket wrench sets
  • Microtip snips
  • Grass shears
  • Power blowers
  • Utility knives
  • Increment borers
  • Measuring rules
  • Pruning sticks
  • Tube cutters
  • Chain saw sharpeners
  • Pesticide sprayers
  • Fertilizer spreaders
  • Humidity systems
  • Siphon proportioners
  • Mattocks
  • Trowels
  • Adjustable hand wrenches
  • Cargo trucks
  • Post hole diggers
  • Putty knives
  • Field watering systems
  • String trimmers
  • Loppers
  • Wheelbarrows
  • Arborist saws
  • Tractor-trailers
  • Planting augers
  • Detasselers
  • Round point shovels
  • Garden cultivators
  • Nail hammers
  • Soil pH meters
  • Laptop computers
  • Seed dryers
  • Safety goggles
  • Pruning knives
  • Geodetic ground global positioning system GPS receivers
  • Measuring wheels
  • Impulse sprinklers
  • Houseplant shears
  • Drop spreaders
  • Hanging spring scales
  • Stake drivers
  • Digital calipers
  • Reel mowers
  • Respirators
  • Haybines
  • Handtrucks
  • Grain trucks
  • Portable battery chargers
  • Forklifts
  • Corn pickers
  • Canister gas masks
  • Greenhouse ventilation systems
  • Handheld calculators
  • Compass saws
  • Tree scale sticks
  • Paint application brushes
  • Rose budding knives
  • Rotary mowers
  • Battery booster cables
  • Oscillating sprinklers
  • Hatchets
  • Pole pruners
  • Fruit budding knives
  • Power drills
  • Rubber mallets
  • Garden hoes
  • Garden spading forks
  • Adjustable widemouth pliers
  • Carbon dioxide systems
  • Hay balers
  • Soil cultivators
  • Garden hand seeders
  • Drip emitters
  • Bed formers
  • Hoes
  • Combine harvesters
  • Hose-end sprayers
  • Transplanting trowels
  • Soil sampling tubes
  • Tie tape machines
  • Hedge shears
  • Pruning saws
  • Pick axes
  • Mole grips
  • Funnels
  • Hydromulchers
  • Long arm pruners
  • Tractors
  • Hand trucks

Alternative Job Titles